basemodeltype basemodelfile newmodelfile lr fit_type epoch orig_metric retrain_metric orig_most_confused fig_base_toplosses fig_base_confmat fig_train_confmat fig_orig_lrfind last_train_loss last_val_loss last_val_metric fig_train_lr fig_train_losses fig_train_metrics
0 resnet50 basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr3e-05 0.00003 onecycle 10 0.124831 0.064276 [(yorkshire_terrier, Abyssinian, 84), (Abyssinian, yorkshire_terrier, 79), (Bengal, Egyptian_Mau, 12), (Ragdoll, Birman, 12)] 0.032445 0.228273 0.064276
1 resnet50 basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr5e-05 0.00005 onecycle 10 0.124831 0.064614 [(yorkshire_terrier, Abyssinian, 84), (Abyssinian, yorkshire_terrier, 79), (Bengal, Egyptian_Mau, 12), (Ragdoll, Birman, 12)] 0.032746 0.247350 0.064614
2 resnet50 basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr0.0001 0.00010 onecycle 10 0.124831 0.068336 [(yorkshire_terrier, Abyssinian, 84), (Abyssinian, yorkshire_terrier, 79), (Bengal, Egyptian_Mau, 12), (Ragdoll, Birman, 12)] 0.028949 0.247060 0.068336
3 resnet50 basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr0.0003 0.00030 onecycle 10 0.124831 0.074425 [(yorkshire_terrier, Abyssinian, 84), (Abyssinian, yorkshire_terrier, 79), (Bengal, Egyptian_Mau, 12), (Ragdoll, Birman, 12)] 0.048129 0.282568 0.074425
4 resnet50 basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr0.0005 0.00050 onecycle 10 0.124831 0.081191 [(yorkshire_terrier, Abyssinian, 84), (Abyssinian, yorkshire_terrier, 79), (Bengal, Egyptian_Mau, 12), (Ragdoll, Birman, 12)] 0.067547 0.305291 0.081191
5 resnet50 basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr3e-05 0.00003 onecycle 20 0.124831 0.064953 [(yorkshire_terrier, Abyssinian, 84), (Abyssinian, yorkshire_terrier, 79), (Bengal, Egyptian_Mau, 12), (Ragdoll, Birman, 12)] 0.014551 0.239276 0.064953
6 resnet50 basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr5e-05 0.00005 onecycle 20 0.124831 0.066306 [(yorkshire_terrier, Abyssinian, 84), (Abyssinian, yorkshire_terrier, 79), (Bengal, Egyptian_Mau, 12), (Ragdoll, Birman, 12)] 0.011496 0.238289 0.066306
7 resnet50 basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr0.0001 0.00010 onecycle 20 0.124831 0.068674 [(yorkshire_terrier, Abyssinian, 84), (Abyssinian, yorkshire_terrier, 79), (Bengal, Egyptian_Mau, 12), (Ragdoll, Birman, 12)] 0.011445 0.271208 0.068674
8 resnet50 basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr0.0003 0.00030 onecycle 20 0.124831 0.082206 [(yorkshire_terrier, Abyssinian, 84), (Abyssinian, yorkshire_terrier, 79), (Bengal, Egyptian_Mau, 12), (Ragdoll, Birman, 12)] 0.016457 0.321713 0.082206
9 resnet50 basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain basetrain-res50-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr0.0005 0.00050 onecycle 20 0.124831 0.086265 [(yorkshire_terrier, Abyssinian, 84), (Abyssinian, yorkshire_terrier, 79), (Bengal, Egyptian_Mau, 12), (Ragdoll, Birman, 12)] 0.025640 0.321783 0.086265